Tch Rs

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    "slug": "laurentmazare-tch-rs",
    "name": "Tch Rs",
    "description": "Rust bindings for the C++ api of PyTorch.",
    "category": "ml-automation",
    "url": "https://www.openagentskill.com/skills/laurentmazare-tch-rs",
    "repository": "https://github.com/LaurentMazare/tch-rs",
    "github_repo": "LaurentMazare/tch-rs"
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  "suited_tasks": [
    "Coding agents workflows",
    "Claude Code teams",
    "teams that value GitHub adoption signals",
    "Inspect source files",
    "Explain architecture",
    "Patch bugs and verify changes",
    "Navigate pages",
    "Click and type safely"
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    "Rust",
    "Machine Learning",
    "Codex",
    "Claude Code",
    "Cursor",
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      "revision": null,
      "notice": "Skill source structure is not confirmed in the registry. Inspect the source and identify valid skill instructions before proposing an installation. A repository URL or GitHub stars do not prove installability."
    },
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    "ready": false,
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      },
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        "id": "claude-code",
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      },
      {
        "id": "cursor",
        "label": "Cursor",
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      }
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    "handoff_url": "https://www.openagentskill.com/api/skills/laurentmazare-tch-rs/install",
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      "stars": "5.4K GitHub stars",
      "repoActivity": "5.4K stars, 434 forks",
      "lastPushed": "4mo since push",
      "license": "Apache-2.0",
      "repository": "https://github.com/LaurentMazare/tch-rs",
      "install": "Skill source structure is not confirmed in the registry. Inspect the source and identify valid skill instructions before proposing an installation. A repository URL or GitHub stars do not prove installability.",
      "installSafety": "standard package or runtime install path",
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      "documentation": "Usable metadata, review docs",
      "agentOutcomes": "No agent outcome data yet"
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      "recent_failure_rate": null,
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      "risk_blocked": 0,
      "setup_required": 0,
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      "label": "No agent outcome data yet"
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    "label": "Needs first agent run",
    "summary": "No agent outcome reports yet. Use Resolve, run one narrow sandbox task, then report the result.",
    "metrics": {
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      "successfulOutcomes": 0,
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      "installAttempts": 0,
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      "avgTimeToUsefulMs": null,
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      "uniqueAgents": 0,
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    "signals": [],
    "penalties": [
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    "score": 89,
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    "risk_label": "Needs review",
    "warnings": [
      "Financial research output is not financial advice; require human review before any live investment decision",
      "Financial research output is not financial advice; require human review before any live investment decision."
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    "blocked": false,
    "recommended_action": "Skill source structure is not confirmed in the registry. Inspect the source and identify valid skill instructions before proposing an installation. A repository URL or GitHub stars do not prove installability."
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  "quality": {
    "score": 99,
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    "scenario": "Multimodal media",
    "maintenance": "4mo since push",
    "risk": "Needs review"
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    "Financial research output is not financial advice; require human review before any live investment decision",
    "Skill source structure is not confirmed in the registry. Inspect the source and identify valid skill instructions before proposing an installation. A repository URL or GitHub stars do not prove installability.",
    "Financial research output is not financial advice; require human review before any live investment decision.",
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    "Sensitive private data before reviewing repository code, license, and permission surface"
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    "install_policy": "review",
    "minimum_review_before_use": [
      "Trust: 86/100 Production candidate",
      "Audit: 89/100 Needs review",
      "Safety: 73/100 Avoid automatic install",
      "Review repository, license, install command, and permission surface before production use."
    ],
    "expected_agent_output": {
      "selected_skill": "laurentmazare-tch-rs (Tch Rs)",
      "install_command": "",
      "risk_summary": "Needs review; Reviewed with permission notes; Low metadata risk",
      "verification_result": "Report the smallest successful task, files touched, warnings, and any missing setup."
    }
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    "expected_outcomes": [
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      "not_relevant",
      "blocked_by_risk",
      "setup_required"
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      "task_success": true,
      "output_quality": 4,
      "error_type": null,
      "human_review_required": false,
      "workspace": "sandbox",
      "time_to_useful_ms": 120000,
      "notes": "Report the smallest successful task, setup friction, files touched, and risk notes."
    }
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    "audit": "https://www.openagentskill.com/skills/laurentmazare-tch-rs/audit",
    "eval": "https://www.openagentskill.com/api/agent/evals?slug=laurentmazare-tch-rs&task=Use%20Tch%20Rs%20in%20an%20agent%20workflow&max_risk=medium",
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    "receipt": "https://www.openagentskill.com/api/agent/receipt?task=Use%20Tch%20Rs%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text",
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